feat: collect and serve pre-aggregated bytes and counts #13020

trevorwhitney · 2024-05-22T22:39:07Z

What this PR does / why we need it:

This PR pre-aggregates bytes and count per-stream in the pattern ingester to enable the /explore/query_range endpoint to be able to serve bytes_over_time and count_over_time queries. The goal of this work is to speed up histogram queries, and eventually figure out a way to add pre-aggregated metrics to Loki streams.

The PR introduces a StepEvaluator for these aggregated metrics so that all grouping and range selection operations should work as expected.

Future work will be to make this new /explore/query_range endpoint fallback on the normal /query_range endpoint when it can't service a query, thus allowing the Explore App to use this new endpoint exactly like it is the current one.

TODOs:

check for filters in queries and reject them
put new behavior behind a feature flag
compare results of new endpoint with query range in dev-005

* pre-aggregate bytes and count per stream in the pattern ingester * serve bytes_over_time and count_over_time queries from the patterns endpoint

cyriltovena

I like the idea, but I think there's too much coupling API wise. We should probably have another GRPC and HTTP API.

And this should be transparent for the users.

trevorwhitney · 2024-06-03T22:22:58Z

I have tested this in loki-dev-005, results between v1/query_range and /v1/explore/query_range are identical for the same query, time period, and step. Performance isn't much better using the new endpoint, but I think that's largely because the size of the dataset (being much smaller in this case) and because we're not down sampling yet.

there was a bug, more test results to follow

jeschkies

I only started. As I'm new what is the QuerySampleRequest doing?

jeschkies · 2024-06-05T15:02:34Z

pkg/logql/range_vector.go

@@ -178,6 +193,7 @@ func (r *batchRangeVectorIterator) load(start, end int64) {
 			series.Metric = metric
 			r.window[lbs] = series
 		}
+		// TODO(twhitney): Everywhere else, an FPoint.T is in milliseconds, but here it's in nanoseconds.


Is this a TODO that's addressable? I tried to refactor our protos to use the duration type some time ago. However, it was very invasive in the whole code base.

it's not something I'm going to touch in this already large PR, but yes, I think we can address this one usage. My understanding is that it doesn't affect the result because this is inside a step evaluator, and the step evaluator's .Next() returns the timestamp we use in the actual response, which is correct. I just want to fix this for consistency, but, in a separate PR.

pkg/pattern/metric/evaluator.go

cyriltovena · 2024-06-17T22:54:03Z

pkg/pattern/stream.go

+		if s.cfg.LogPushObservations {
+			level.Debug(s.logger).
+				Log("msg", "observing pushed log entries",
+					"stream", s.labelsString,
+					"bytes", bytes,
+					"count", count,
+					"sample_ts_ns", s.lastTs,
+				)
+		}


Not sure we need to log this one ?

…eam when empty

trevorwhitney · 2024-06-18T18:12:50Z

Thanks to @cyriltovena's pruning fix it's working!

Here's a comparison, tested on loki-dev-010 using a 15m query for count_over_time({service_name="unknown_service"}[10s]) with a 10s step. Result values are the same. ~~Looks like there's a slight difference with the timestamps (some truncating in the existing code path?), but we can address that later~~ pushed a commit to fix. Going to keep running it to get more data.

new.json -- using the new /explore/query_range endpoint
old.json -- using the old /query_range endpoint

trevorwhitney · 2024-06-18T18:15:46Z

This is already a lot to merge, so I'd like to get this in without changing too much else. Everything's behind a feature flag so we can decide when to turn it on. Next steps (for future PRS) will include:

more efficient storage format for metrics in memory
writing metrics to object storage

trevorwhitney · 2024-06-18T22:08:50Z

A more extensive test (1hr with 1m range and 1m step). There are some differences, but it looks like mainly the new endpoint missing datapoints which is to be expected. For the datapoints it has the results look to be the same.

bytes_by_pod_new.json
bytes_by_pod_old.json
bytes_new.json
bytes_old.json
count_new.json
count_old.json

cyriltovena

LGTM to unblock but I see two risk.

At scale this is going to cost memory.
How do we make query reliable for rollout on rf1 ? Pattern are experimental feature but not histogram volumes ? How can we detect missing data ?

…)" This reverts commit 467eb1b.

@grafanabot

commit b9e647f Author: Trevor Whitney <[email protected]> Date: Mon Aug 12 11:31:31 2024 -0600 Squashed commit of the following: commit c6ab6b3 Author: Trevor Whitney <[email protected]> Date: Mon Aug 12 11:09:43 2024 -0600 chore: remove initial metric aggregation experiment (#13729) commit 3c0e3e2 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 12:00:51 2024 -0400 fix(deps): update module github.com/baidubce/bce-sdk-go to v0.9.186 (#13864) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 6f79194 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 10:20:34 2024 -0400 fix(deps): update module github.com/aliyun/aliyun-oss-go-sdk to v2.2.10+incompatible (#13861) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> 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<29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 09:42:53 2024 -0400 chore(deps): update grafana/promtail docker tag to v2.9.10 (#13854) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 0c28cc7 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 09:42:21 2024 -0400 chore(deps): update dependency go to v1.22.6 (#13842) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Paul Rogers <[email protected]> commit c3a5141 Author: Paul Rogers <[email protected]> Date: Mon Aug 12 09:29:19 2024 -0400 chore: Update loki build image to go 1.22.6 (#13857) commit 717623b Author: Vladyslav Diachenko <[email protected]> Date: Mon Aug 12 15:47:29 2024 +0300 chore: manual changelog backport (#13852) Signed-off-by: Vladyslav Diachenko <[email protected]> commit f933a3b Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 08:40:39 2024 -0400 chore(deps): update grafana/loki docker tag to v2.9.10 (#13848) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Paul Rogers <[email protected]> commit ea6395a Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 08:33:10 2024 -0400 chore(deps): update golang docker tag to v1.22.6 (#13847) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 53c0c48 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Mon Aug 12 08:32:08 2024 -0400 chore(deps): update grafana/loki-build-image docker tag to v0.33.5 (#13849) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 9315b3d Author: Grot (@grafanabot) <[email protected]> Date: Fri Aug 9 12:38:47 2024 +0200 chore(ci): Update yaml file `./production/helm/loki/values.yaml` (+1 other) (#13832) Signed-off-by: Vladyslav Diachenko <[email protected]> Co-authored-by: Vladyslav Diachenko <[email protected]> commit 66d7138 Author: Grot (@grafanabot) <[email protected]> Date: Thu Aug 8 17:31:41 2024 +0200 chore: [main] chore(release-3.1.x): release 3.1.1 (#13817) Co-authored-by: loki-gh-app[bot] <160051081+loki-gh-app[bot]@users.noreply.github.com> commit d5718eb Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Thu Aug 8 10:49:41 2024 -0400 fix(deps): update github.com/grafana/jsonparser digest to ea80629 (#13814) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit f253db5 Author: Vladyslav Diachenko <[email protected]> Date: Thu Aug 8 17:12:11 2024 +0300 fix(ci): fixed release-please manifest (#13810) Signed-off-by: Vladyslav Diachenko <[email protected]> commit a93f38c Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Thu Aug 8 09:48:10 2024 -0400 fix(deps): update github.com/c2h5oh/datasize digest to aa82cc1 (#13807) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Paul Rogers <[email protected]> commit e5a3994 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Thu Aug 8 09:39:56 2024 -0400 fix(deps): update github.com/docker/go-plugins-helpers digest to 45e2431 (#13808) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 67295e0 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Thu Aug 8 09:33:48 2024 -0400 fix(deps): update github.com/axiomhq/hyperloglog digest to af9851f (#13806) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit c9b0343 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Thu Aug 8 09:32:02 2024 -0400 chore(deps): update github.com/grafana/regexp digest to a468a5b (#13805) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit 5bb928e Author: Paul Rogers <[email protected]> Date: Thu Aug 8 08:52:50 2024 -0400 chore: Turn off renovate on non-main branches (#13803) commit 217f928 Author: Vladyslav Diachenko <[email protected]> Date: Thu Aug 8 15:31:43 2024 +0300 fix(ci): add cleanup step into job `dist` (#13801) Signed-off-by: Vladyslav Diachenko <[email protected]> commit 00e686d Author: benclive <[email protected]> Date: Thu Aug 8 10:40:16 2024 +0100 chore: Add metastore client as dep for rf1 querier & ignore auth for ListBlocks (#13786) commit df61482 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Wed Aug 7 18:12:13 2024 -0400 fix(deps): update module golang.org/x/text to v0.17.0 (main) (#13794) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit f523530 Author: Periklis Tsirakidis <[email protected]> Date: Wed Aug 7 20:05:42 2024 +0200 fix(operator): Don't overwrite annotations for LokiStack ingress resources (#13708) commit 5ef83a7 Author: Ned Andreev <[email protected]> Date: Wed Aug 7 19:44:43 2024 +0300 fix: panic when parsing and extracting JSON key values (#13790) commit bb257f5 Author: Vladyslav Diachenko <[email protected]> Date: Wed Aug 7 17:39:04 2024 +0300 feat(loki): add ability to disable AWS S3 dualstack endpoints usage (#13785) Signed-off-by: Vladyslav Diachenko <[email protected]> commit 1bf9791 Author: Vladyslav Diachenko <[email protected]> Date: Wed Aug 7 16:10:34 2024 +0300 fix(helm): fixed memcached and provisioner templates (#13788) Signed-off-by: Vladyslav Diachenko <[email protected]> commit 638f59f Author: benclive <[email protected]> Date: Wed Aug 7 14:06:28 2024 +0100 chore: Remove unused stream index from RF1 ingester (#13758) commit 7683a79 Author: Ned Andreev <[email protected]> Date: Tue Aug 6 20:26:10 2024 +0300 fix: Include whitespaces in extracted tokens (#13738) Co-authored-by: Travis Patterson <[email protected]> commit da63ca7 Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Tue Aug 6 12:41:48 2024 -0400 chore(deps): update module golang.org/x/net to v0.23.0 [security] (main) (#13763) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Paul Rogers <[email protected]> commit f8bf3bb Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Date: Tue Aug 6 12:29:47 2024 -0400 fix(deps): update module github.com/docker/docker to v27.1.1+incompatible [security] (main) (#13762) Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> commit b88583d Author: Marco Pracucci <[email protected]> Date: Tue Aug 6 16:04:28 2024 +0200 feat: upgrade prometheus (#13671) Signed-off-by: Marco Pracucci <[email protected]> Signed-off-by: Vladyslav Diachenko <[email protected]> Co-authored-by: Vladyslav Diachenko <[email protected]> commit 3be5a45 Author: Dylan Guedes <[email protected]> Date: Mon Aug 5 17:59:21 2024 -0300 fix(break): helm: Fix how we set imagePullSecrets for enterprise-gateway and admin-api. (#13761) commit bdfc86b Author: Vladyslav Diachenko <[email protected]> Date: Mon Aug 5 13:46:10 2024 +0300 chore(helm-chart): added SSE config into AWS storage config (#13746) Signed-off-by: Vladyslav Diachenko <[email protected]> commit 7e224d5 Author: Sandeep Sukhani <[email protected]> Date: Sun Aug 4 19:28:29 2024 +0530 fix: try reading chunks which have incorrect offset for blocks (#13720) commit 629671e Author: J Stickler <[email protected]> Date: Fri Aug 2 16:58:41 2024 -0400 docs: Update the Visualize topic (#13742) commit 917053a Author: Cyril Tovena <[email protected]> Date: Fri Aug 2 18:07:17 2024 +0200 feat: Introduce wal segment read path. (#13695) Co-authored-by: Ben Clive <[email protected]> commit 7c50b43 Author: Paul Rogers <[email protected]> Date: Fri Aug 2 08:47:33 2024 -0400 build: Update loki-build-image to Alpine 3.20.2 (#13744) commit 6dd6b65 Author: jackyin <[email protected]> Date: Fri Aug 2 01:30:11 2024 +0800 fix: ast left cycular reference result in oom (#13501) Co-authored-by: Travis Patterson <[email protected]> commit e81345e Author: J Stickler <[email protected]> Date: Thu Aug 1 11:29:38 2024 -0400 docs: fix broken links due to Alloy docs reorg (#13715) commit 40e8352 Author: Jack Baldry <[email protected]> Date: Thu Aug 1 15:41:48 2024 +0100 docs: rewrite quickstart with Killercoda metadata (#13234) Signed-off-by: Jack Baldry <[email protected]> Co-authored-by: J Stickler <[email protected]> Co-authored-by: Jay Clifford <[email protected]> commit c65ba1f Author: Trevor Whitney <[email protected]> Date: Mon Aug 12 11:08:37 2024 -0600 chore: rework pattern ingester queue metrics commit b28572a Author: Trevor Whitney <[email protected]> Date: Fri Aug 2 13:16:01 2024 -0600 fix: change metrics around metric appends commit e430a96 Author: Trevor Whitney <[email protected]> Date: Fri Aug 2 08:59:05 2024 -0600 fix: lint and format commit 2f5485d Author: Trevor Whitney <[email protected]> Date: Fri Aug 2 08:45:57 2024 -0600 feat: improve async tee request processing commit 3dcc50d Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 15:16:13 2024 -0600 test: add push and downsample test commit 019df76 Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 14:41:41 2024 -0600 fix: formatting commit 7d98cb0 Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 13:35:55 2024 -0600 chore: move some functions around commit 06269b0 Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 13:29:57 2024 -0600 test: mock out ring in tests commit 07d57c3 Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 11:56:34 2024 -0600 fix: formatting commit 93e4add Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 11:53:42 2024 -0600 fix: remove now unused test commit c03db1f Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 11:49:59 2024 -0600 fix: remove duplicate service detection for distributor commit fe447f5 Author: Trevor Whitney <[email protected]> Date: Thu Aug 1 11:45:31 2024 -0600 fix: service name detection on push commit afb8513 Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 21:40:39 2024 -0600 feat: introduce RingClient abstraction * lint and format commit ce87fd8 Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 20:41:38 2024 -0600 feat: aggregate byte and count metrics * aggregate in the pattern ingester and push back into Loki as a stream commit b49e52b Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 14:36:59 2024 -0600 chore: fix formatting commit af22a21 Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 14:32:05 2024 -0600 chore: fix linting commit d51cecc Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 14:12:31 2024 -0600 chore: remove the metric aggregation experiment * this will make way for a new, simpler approach commit dad6fb5 Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 13:39:07 2024 -0600 Revert "feat: collect and serve pre-aggregated bytes and counts (#13020)" This reverts commit 467eb1b. commit a6835e1 Author: Trevor Whitney <[email protected]> Date: Wed Jul 31 13:18:12 2024 -0600 Revert "feat: downsample aggregated metrics (#13449)" This reverts commit 2c053ee.

pull-request-size bot added the size/XXL label May 22, 2024

trevorwhitney changed the title ~~feat: collect and serve pre-aggregated bytes and count~~ feat: collect and serve pre-aggregated bytes and counts May 22, 2024

feat: collect and serve pre-agg bytes and count

dc620e7

* pre-aggregate bytes and count per stream in the pattern ingester * serve bytes_over_time and count_over_time queries from the patterns endpoint

trevorwhitney force-pushed the sample-count-and-bytes branch from 9b2d3ed to dc620e7 Compare May 23, 2024 18:29

trevorwhitney added 3 commits May 23, 2024 14:03

feat: reject filter queries to /patterns endpoint

f0d6a92

feat: guard aggregation behavior behind a feature flag

68aa188

Merge branch 'main' into sample-count-and-bytes

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trevorwhitney marked this pull request as ready for review May 23, 2024 23:04

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trevorwhitney added 2 commits May 24, 2024 17:32

fix: ring proxy methods on pattern ring_client

b897fc5

fix: grouping

2587657

cyriltovena reviewed May 27, 2024

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benclive mentioned this pull request May 28, 2024

feat: Store structured metadata with patterns #12936

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trevorwhitney added 7 commits May 31, 2024 12:56

feat: refactor metric samples to be it's own endpoint

6dd77ae

chore: a bit of cleanup

eb84303

feat: hook up samples endpoint

33ead60

Merge branch 'main' into sample-count-and-bytes

abb31a8

chore: clean up linting

87f7282

chore: make format

29febb7

docs: update docs

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github-actions bot added the type/docs Issues related to technical documentation; the Docs Squad uses this label across many repositories label May 31, 2024

trevorwhitney added 2 commits June 3, 2024 09:25

fix: nanosecond values in test with non-decimal seconds value

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Merge branch 'main' into sample-count-and-bytes

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trevorwhitney mentioned this pull request Jun 3, 2024

persist pre-aggregated metrics #13110

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trevorwhitney added 2 commits June 3, 2024 11:42

fix: formatting

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Merge branch 'main' into sample-count-and-bytes

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trevorwhitney added 2 commits June 4, 2024 15:31

Merge branch 'main' into sample-count-and-bytes

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fix: move /explore/query_range case up

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trevorwhitney and others added 5 commits June 17, 2024 21:26

test: add test coverage around reading batches

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various fixes for building series

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Removes comments

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fix: Prune chunks older than a specified duration and only delete str…

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…eam when empty

test: more test coverage

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Merge branch 'main' into sample-count-and-bytes

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trevorwhitney added 2 commits June 18, 2024 12:38

fix: truncate timestamp to nearest step

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fix: tests

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fix: lint

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cyriltovena approved these changes Jun 19, 2024

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cyriltovena merged commit 467eb1b into main Jun 19, 2024
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cyriltovena deleted the sample-count-and-bytes branch June 19, 2024 09:56

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chore(k208): release 3.1.0 #13291

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chore(k209): release 3.1.0 #13356

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Revert "feat: collect and serve pre-aggregated bytes and counts (#13020…

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…)" This reverts commit 467eb1b.

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chore: remove initial metric aggregation experiment #13729

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